The news conference room, a place of triumph just weeks ago, now felt like a desolate arena. The air was thick with unspoken questions. John stood stiffly, a knot forming in his stomach. He was supposed to be celebrating, not facing this mess. He ran his hand over his close-cropped hair, the gesture a futile attempt to impose order on the chaos swirling inside.

The faces of the reporters, previously friendly, now seemed to pierce him with scrutiny. He forced a smile, but it felt wooden and unnatural. His voice cracked as he attempted to answer the questions. The foundation of his achievement, which he had thought so firm, was revealed to be a precarious house of cards.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264